10)#@torch.compiler.disable(recursive=False)defforward(self,x):returntorch.nn.functional.relu(self.lin(x))classOuterModule(torch.nn.Module):def__init__(self):super().__init__()self.inner_module=MyModule()self.outer_lin=torch.nn.Linear(10,2)defforward(self...
通过torch.compiler.disable可以在禁用对嵌套过程中某个函数的trace。下面的例子将禁用对函数complex_function的编译, 其所包含的函数调用也会被禁用。 def complex_conjugate(z): return torch.conj(z) @torch.compiler.disable(recursive=True) def complex_function(real, imag): # Assuming this function cause pr...
that compilations processing will be skipped for the code within the block and any recursive function calls within that code. 3. Using the skip function with non-recursive disabling: :: disable(recursive=False)(my_function) In this example, `my_function()` is wrapped with the `skip()` func...
(self.m,x1, use_reentrant=True) File "/usr/local/lib/python3.10/site-packages/torch/_compile.py", line 24, in inner return torch._dynamo.disable(fn, recursive)(*args, **kwargs) File "/usr/local/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 489, in _fn return ...
import distutils.ccompiler import distutils.command.clean from sysconfig import get_paths from distutils.version import LooseVersion from distutils.command.build_py import build_py from setuptools.command.build_ext import build_ext from setuptools.command.install import install from setuptools imp...
def ignore(drop=False, **kwargs): """ This decorator indicates to the compiler that a function or method should be ignored and left as a Python function. This allows you to leave code in your model that is not yet TorchScript compatible. If called from TorchScript, ...
@torch.compiler.disable(recursive=False) def complex_function(real, imag): # Assuming this function cause problems in the compilation z = torch.complex(real, imag) return complex_conjugate(z) def outer_function(): real = torch.tensor([2, 3], dtype=torch.float32) ...
TorchDynamo 是一个 JIT compiler,它的工作原理是通过 PEP-523 获取将要执行的 Python 函数的字节码,在翻译字节码的过程中构建 FX Graph; 每个编译过的 frame 都有一个 cache,为同一个函数编译的不同输入属性的函数都保存在 cache 中; Guard 用来判断是否能够重用已经编译好的函数,它负责检查输入数据的属性有没...
(f, x, use_reentrant=False) File "/usr/local/lib/python3.9/dist-packages/torch/_compile.py", line 24, in inner return torch._dynamo.disable(fn, recursive)(*args, **kwargs) File "/usr/local/lib/python3.9/dist-packages/torch/_dynamo/eval_frame.py", line 489, in _fn return fn(*...
🐛 Describe the bug When combining the new torch.nn.utils.parametrizations.weight_norm() parametrization, torch.compile() fails on it: import torch # Create model. module = torch.nn.Conv3d( in_channels=4, out_channels=4, kernel_size=3, bi...